Mud Spring is a spring located in Otero County, New Mexico. It appears on the High Rolls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,085.73 feet (2,464.53 m) above sea level. The nearest populated place is Cloudcroft, approximately 2.5 miles to the NE.